FOR BRANDS · TEAMS · CREATORS
The internet has
opinions about your product.
Do you know what they are? Type your product name — the engine scans live public discussion and shows you: voices, sentiment, the recurring complaint themes, and the quotes behind them.
Live scan · HackerNews / StackExchange / Lemmy + full GYIBB synthesis when we've reviewed you · demo limit 20/hour
Voice counts & platform spread
How many people are actually talking about you, and where — Reddit, Hacker News, YouTube, forums. Not impressions; conversations.
Recurring complaint themes
Not "sentiment: negative" — the specific, ranked clusters: "Bluetooth sync", "battery fires", "app broken since update". With frequencies.
The quotes behind the data
Every theme traces to citable user voices. You read what they actually said, not a summarised euphemism of it.
The contract.
You cannot buy, edit or suppress a GYIBB rating. Nobody can — not your competitor, not your biggest fan, not you. What you can do is read it, any time, in full, with the receipts.
That constraint is why the data is worth something: it's the same engine AI agents query before purchase decisions. If it could be bought, it would be worth nothing to anyone — including you.
Read the full contract →Keep watching.
Ask your own AI, whenever you want
One command connects GYIBB to your team's agent; brand_pulse("your product") returns the live mirror on demand.
A deeper dive — the Truth Report
Complaint-cluster history, competitor comparison, monthly deltas — a one-off report your product team can act on.
Request one → [email protected]